Original Research June 3, 2024

Longitudinal Trajectories of Depressive Symptoms and Their Associations With Risks of Underweight and Obesity in Women: A Population-Based Longitudinal Study in Korea

Seong-Uk Baek, MD; Yu-Min Lee, PhD; Jong-Uk Won, PhD; Jin-Ha Yoon, PhD

J Clin Psychiatry. 2024;85(2):24m15247

Abstract

Objective: We explored depressive symptom trajectories and their associations with underweight and obesity in Korean women.

Methods: This prospective cohort study involved 7,691 women enrolled in the Korean Longitudinal Survey of Women and Families, with a follow-up period spanning from 2014 to 2020. Depressive symptoms were evaluated through the 10-item version of the Center of Epidemiologic Studies Depression Scale. Growth mixture modeling was employed to identify trajectories of depressive symptoms. Multinomial logistic regressions were conducted to investigate the correlation between depression trajectories and the evolving risks of underweight and obesity over the study period.

Results: Five distinct trajectory classes were observed (“persistent low symptoms”: N = 5,236, 68.1%; “decreasing symptoms”: N = 930, 12.1%; “transient high symptoms”: N = 421, 5.5%; “increasing symptoms” N = 825, 10.7%; and “persistent high symptoms”: N = 279, 3.6%). Those with a low socioeconomic status, comorbidity, and who were divorced or widowed were more likely to follow the persistent high symptom trajectory. Among the 5 trajectories, the risks of underweight and obesity steadily increased in women following the trajectory with persistent high symptoms. For these women, the odds ratio (OR) of underweight increased from 2.27 (95% CI, 1.32–3.92) in 2014 to 3.39 (1.91–6.05) in 2020. They were not associated with obesity in 2014 (OR [95% CI]: 1.38 [0.61–3.11]) but exhibited an elevated risk of obesity in 2020 (3.76 [1.97–7.17]).

Conclusion: We observed considerable heterogeneity in the trajectories of depressive symptoms among women, and individuals with persistent high depressive symptoms face an escalating risk of both underweight and obesity.

J Clin Psychiatry 2024;85(2):24m15247

Author affiliations are listed at the end of this article.

Continue Reading...

Did you know members enjoy unlimited free PDF downloads as part of their subscription? Subscribe today for instant access to this article and our entire library in your preferred format. Alternatively, you can purchase the PDF of this article individually.

Subscribe Now

Already a member? Login

Purchase PDF for $40

Members enjoy free PDF downloads on all articles. Join today

  1. Liu Q, He H, Yang J, et al. Changes in the global burden of depression from 1990 to 2017: findings from the Global Burden of Disease Study. J Psychiatr Res. 2020;126:134–140. PubMed CrossRef
  2. Kuehner C. Why is depression more common among women than among men? Lancet Psychiatry. 2017;4(2):146–158. PubMed CrossRef
  3. Chen XY, Zhou Y, Shi X, et al. Longitudinal associations between adolescents’ trajectory membership of depressive symptoms and suicidality in young adulthood: a 10-year cohort of Chinese Wenchuan earthquake survivors. Epidemiol Psychiatr Sci. 2020;29:e175. PubMed CrossRef
  4. Mirza SS, Wolters FJ, Swanson SA, et al. 10-year trajectories of depressive symptoms and risk of dementia: a Population-Based Study. Lancet Psychiatry. 2016;3(7):628–635. PubMed CrossRef
  5. Agustini B, Lotfaliany M, Mohebbi M, et al. Trajectories of depressive symptoms in older adults and associated health outcomes. Nat Aging. 2022;2(4):295–302. PubMed CrossRef
  6. Mannan M, Mamun A, Doi S, et al. Prospective associations between depression and obesity for adolescent males and females–a Systematic Review and Meta Analysis of Longitudinal Studies. PLoS One. 2016;11(6):e0157240. PubMed CrossRef
  7. Luppino FS, de Wit LM, Bouvy PF, et al. Overweight, obesity, and depression: a systematic review and meta-analysis of longitudinal studies. Arch Gen Psychiatry. 2010;67(3):220–229. PubMed CrossRef
  8. Vittengl JR. Mediation of the bidirectional relations between obesity and depression among women. Psychiatry Res. 2018;264:254–259. PubMed CrossRef
  9. Uher R, Payne JL, Pavlova B, et al. Major depressive disorder in DSM-5: implications for clinical practice and research of changes from DSM-IV. Depress Anxiety. 2014;31(6):459–471. PubMed CrossRef
  10. de Wit LM, van Straten A, van Herten M, et al. Depression and body mass index, a u-shaped association. BMC Public Health. 2009;9:14. PubMed
  11. Lee JH, Park SK, Ryoo JH, et al. U-shaped relationship between depression and body mass index in the Korean adults. Eur Psychiatry. 2017;45:72–80. PubMed CrossRef
  12. Kuo SY, Lin KM, Chen CY, et al. Depression trajectories and obesity among the elderly in Taiwan. Psychol Med. 2011;41(8):1665–1676. PubMed CrossRef
  13. Kim O, Kim SY, Kim SS, et al. Depressive symptom trajectories and their relation to body mass index in women of child-bearing age: the Korea Nurses’ Health Study. J Affect Disord. 2021;292:114–120. PubMed CrossRef
  14. Geoffroy MC, Li L, Power C. Depressive symptoms and body mass index: co morbidity and direction of association in a British birth cohort followed over 50 years. Psychol Med. 2014;44(12):2641–2652. PubMed CrossRef
  15. Matijasevich A, Murray J, Cooper PJ, et al. Trajectories of maternal depression and offspring psychopathology at 6 years: 2004 Pelotas Cohort Study. J Affect Disord. 2015;174:424–431. PubMed CrossRef
  16. Jacques N, Mesenburg MA, Matijasevich A, et al. Trajectories of maternal depressive symptoms from the antenatal period to 24-months postnatal follow-up: findings from the 2015 Pelotas birth cohort. BMC Psychiatry. 2020;20:233. PubMed CrossRef
  17. Byers AL, Vittinghoff E, Lui LY, et al. Twenty-year depressive trajectories among older women. Arch Gen Psychiatry. 2012;69(10):1073–1079. PubMed CrossRef
  18. Shin S. Validity Study of Short Forms of the Korean Version Center for Epidemiologic Studies Depression Scale (CES-D). Unpublished Master’s thesis. Seoul National University; 2011.
  19. World Health Organization. The Asia-Pacific Perspective: Redefining Obesity and Its Treatment. Switzerland WHO Western Pacific Region; 2000.
  20. Kim BY, Kang SM, Kang JH, et al. 2020 Korean society for the study of obesity guidelines for the management of obesity in Korea. J Obes Metab Syndr. 2021;30(2):81–92. PubMed
  21. Muthen B, Muthen LK. Integrating person-centered and variable-centered analyses: growth mixture modeling with latent trajectory classes. Alcohol Clin Exp Res. 2000;24(6):882–891. PubMed
  22. Clark SL. Mixture Modeling With Behavioral Data. Doctoral dissertation. University of California; 2010.
  23. Jung T, Wickrama KA. An introduction to latent class growth analysis and growth mixture modeling. Soc Personal Psychol Compass. 2008;2(1):302–317.
  24. Asparouhov T, Muthén B. Auxiliary variables in mixture modeling: three-step approaches using M plus. Struct Equ Model. 2014;21(3):329–341.
  25. Musliner KL, Munk-Olsen T, Eaton WW, et al. Heterogeneity in long-term trajectories of depressive symptoms: patterns, predictors and outcomes. J Affect Disord. 2016;192:199–211. PubMed CrossRef
  26. Baron E, Bass J, Murray SM, et al. A systematic review of growth curve mixture modelling literature investigating trajectories of perinatal depressive symptoms and associated risk factors. J Affect Disord. 2017;223:194–208. PubMed CrossRef
  27. Gross HE, Shaw DS, Burwell RA, et al. Transactional processes in child disruptive behavior and maternal depression: a Longitudinal Study from early childhood to adolescence. Dev Psychopathol. 2009;21(1):139–156. PubMed CrossRef
  28. Campbell SB, Matestic P, von Stauffenberg C, et al. Trajectories of maternal depressive symptoms, maternal sensitivity, and children’s functioning at school entry. Dev Psychol. 2007;43(5):1202–1215. PubMed CrossRef
  29. Wickham ME, Senthilselvan A, Wild TC, et al. Maternal depressive symptoms during childhood and risky adolescent health behaviors. Pediatrics. 2015;135(1):59–67. PubMed CrossRef
  30. Chow A, Dharma C, Chen E, et al. Trajectories of depressive symptoms and perceived stress from pregnancy to the postnatal period among Canadian women: impact of employment and immigration. Am J Public Health. 2019;109(S3):S197–S204. PubMed CrossRef
  31. Hoebel J, Maske UE, Zeeb H, et al. Social inequalities and depressive symptoms in adults: the role of objective and subjective socioeconomic status. PLoS One. 2017;12(1):e0169764. PubMed CrossRef
  32. Jura M, Kozak LP. Obesity and related consequences to ageing. Age (Dordr). 2016;38(1):23. PubMed
  33. Li ZB, Ho SY, Chan WM, et al. Obesity and depressive symptoms in Chinese elderly. Int J Geriatr Psychiatry. 2004;19(1):68–74. PubMed
  34. Weiss SJ, Flynn H, Christian L, et al. Symptom profiles of women at risk of mood disorders: a latent class analysis. J Affect Disord. 2021;295:139–147. PubMed
  35. Li Y, Aggen S, Shi S, et al. Subtypes of major depression: latent class analysis in depressed Han Chinese women. Psychol Med. 2014;44(15):3275–3288. PubMed CrossRef
  36. Simmons WK, Burrows K, Avery JA, et al. Appetite changes reveal depression subgroups with distinct endocrine, metabolic, and immune states. Mol Psychiatry. 2020;25(7):1457–1468. PubMed CrossRef
  37. Caroleo M, Carbone EA, Primerano A, et al. The role of hormonal, metabolic and inflammatory biomarkers on sleep and appetite in drug free patients with major depression: a systematic review. J Affect Disord. 2019;250:249–259. PubMed CrossRef
  38. Simmons WK, Burrows K, Avery JA, et al. Depression-related increases and decreases in appetite: dissociable patterns of aberrant activity in reward and interoceptive neurocircuitry. Am J Psychiatry. 2016;173(4):418–428. PubMed CrossRef
  39. Kroemer NB, Opel N, Teckentrup V, et al. Functional connectivity of the nucleus accumbens and changes in appetite in patients with depression. JAMA Psychiatry. 2022;79(10):993–1003. PubMed CrossRef
  40. Burke MA, Carman KG. You can be too thin (but not too tall): social desirability bias in self-reports of weight and height. Econ Hum Biol. 2017;27(Pt A):198–222. PubMed CrossRef
  41. Gill H, Gill B, El-Halabi S, et al. Antidepressant medications and weight change: a narrative review. Obesity (Silver Spring). 2020;28(11):2064–2072. PubMed CrossRef